pH Measurements of a Bioreactor Containing Phenoluride Detector Using Image Processing and Neural Networks RBF and ANFIS

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Abedini mazrae Ali Reza; Rrezaee Ali Reza; AHMADI KOSAR

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ISSN: 2588-4824

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Paper Information

Journal: Nashrieh Shimi va Mohandesi Shimi Iran Year:2020 | Volume:39 | Issue:2 (96) Page(s): 305-313

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Title

pH Measurements of a Bioreactor Containing Phenoluride Detector Using Image Processing and Neural Networks RBF and ANFIS

Author(s)

Abedini mazrae Ali Reza | Rrezaee Ali Reza | AHMADI KOSAR | Issue Writer Certificate

Keywords

BioreactorQ1

Neural networkQ1

Embedded systemQ1

pHQ1

Abstract

In this article measure pH is intended in the culture solution and designed Embedded system automatically and without human intervention be able to instantly measure the pH and help to control the pH at a higher speed. For this reason, using the camera and color processing solution and artificial Neural network algorithms and algorithms can be implemented on a processor. The network was instructed by experimental solution data. The network layers of RBF are three and inputs in three categories of RGB is sent to the network and accordance with a standard solution, RBF error in training error reached 0. 35 and test error reached 0. 1 and in ANFIS network training error is less than 0. 06 and test error reached to 0. 01 then ANFIS is more accurate than RBF network. This percentage of errors obtained with 37 different solutions and this error can be reduced by increasing its number

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APA: Copy

Abedini mazrae, Ali Reza, Rrezaee, Ali Reza, & AHMADI, KOSAR. (2020). pH Measurements of a Bioreactor Containing Phenoluride Detector Using Image Processing and Neural Networks RBF and ANFIS. NASHRIEH SHIMI VA MOHANDESI SHIMI IRAN (PERSIAN), 39(2 (96) ), 305-313. SID. https://sid.ir/paper/410786/en

Vancouver: Copy

Abedini mazrae Ali Reza, Rrezaee Ali Reza, AHMADI KOSAR. pH Measurements of a Bioreactor Containing Phenoluride Detector Using Image Processing and Neural Networks RBF and ANFIS. NASHRIEH SHIMI VA MOHANDESI SHIMI IRAN (PERSIAN)[Internet]. 2020;39(2 (96) ):305-313. Available from: https://sid.ir/paper/410786/en

IEEE: Copy

Ali Reza Abedini mazrae, Ali Reza Rrezaee, and KOSAR AHMADI, “pH Measurements of a Bioreactor Containing Phenoluride Detector Using Image Processing and Neural Networks RBF and ANFIS,” NASHRIEH SHIMI VA MOHANDESI SHIMI IRAN (PERSIAN), vol. 39, no. 2 (96) , pp. 305–313, 2020, [Online]. Available: https://sid.ir/paper/410786/en

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